Therefore, in our proposed model, we have resorted to using a somewhat shallow network, incorporating multiresolution analysis with limited pooling operations. We were motivated to use the MultiRes block as proposed in [1]} and spatial pyramid pooling [2]}. The network architecture has been presented in Fig. REF .
